IDEAS home Printed from https://ideas.repec.org/a/eee/wdevel/v149y2022ics0305750x21002837.html
   My bibliography  Save this article

Educational and economic returns to cognitive ability in low- and middle-income countries: A systematic review

Author

Listed:
  • Ozawa, Sachiko
  • Laing, Sarah K.
  • Higgins, Colleen R.
  • Yemeke, Tatenda T.
  • Park, Christine C.
  • Carlson, Rebecca
  • Ko, Young Eun
  • Guterman, L. Beryl
  • Omer, Saad B.

Abstract

There is growing interest to use early cognitive ability to predict schooling and employment outcomes in low- and middle-income countries (LMICs). Rather than using educational attainment and school enrollment as predictors of future economic growth or of improving an individual’s earning potential, mounting evidence suggests that cognitive ability may be a better predictor. The relationship between cognitive ability, education, and employment are essential to predict future development in LMICs. We performed a systematic literature review and meta-analysis of the evidence regarding the relationship between cognitive ability and educational outcomes, and between cognitive ability and economic outcomes across LMICs. We searched peer-reviewed studies since 2000 that quantitatively measured these relationships. Based on an initial search of 3,766 records, we identified 14 studies, including 8 studies that examined the cognition-education link and 8 studies that assessed cognition-employment returns in LMICs. Identified studies showed that higher cognitive ability increased the probability of school enrollment, academic achievement, and educational attainment across LMICs. A meta-analysis of returns to wages from cognitive ability suggested that a standard deviation increase in cognitive test scores was associated with a 4.5% (95% CI 2.6%–9.6%) increase in wages. Investments into early cognitive development could play a critical role in improving educational and economic outcomes in LMICs. Further research should focus particularly in low-income countries with the least evidence, and examine the impact on education and economic outcomes by cognitive domains to provide more robust evidence for policy makers to take action.

Suggested Citation

  • Ozawa, Sachiko & Laing, Sarah K. & Higgins, Colleen R. & Yemeke, Tatenda T. & Park, Christine C. & Carlson, Rebecca & Ko, Young Eun & Guterman, L. Beryl & Omer, Saad B., 2022. "Educational and economic returns to cognitive ability in low- and middle-income countries: A systematic review," World Development, Elsevier, vol. 149(C).
  • Handle: RePEc:eee:wdevel:v:149:y:2022:i:c:s0305750x21002837
    DOI: 10.1016/j.worlddev.2021.105668
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305750X21002837
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.worlddev.2021.105668?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Monazza Aslam & Faisal Bari & Geeta Kingdon, 2012. "Returns to schooling, ability and cognitive skills in Pakistan," Education Economics, Taylor & Francis Journals, vol. 20(2), pages 139-173, May.
    2. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    3. George Psacharopoulos, 1985. "Returns to Education: A Further International Update and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 583-604.
    4. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    5. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    6. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    7. Glewwe, Paul & Huang, Qiuqiong & Park, Albert, 2017. "Cognitive skills, noncognitive skills, and school-to-work transitions in rural China," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 141-164.
    8. David E. Bloom & David Canning & Erica S. Shenoy, 2012. "The effect of vaccination on children's physical and cognitive development in the Philippines," Applied Economics, Taylor & Francis Journals, vol. 44(21), pages 2777-2783, July.
    9. Green, David A. & Craig Riddell, W., 2003. "Literacy and earnings: an investigation of the interaction of cognitive and unobserved skills in earnings generation," Labour Economics, Elsevier, vol. 10(2), pages 165-184, April.
    10. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    11. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    12. David Figlio & Jonathan Guryan & Krzysztof Karbownik & Jeffrey Roth, 2014. "The Effects of Poor Neonatal Health on Children's Cognitive Development," American Economic Review, American Economic Association, vol. 104(12), pages 3921-3955, December.
    13. Glewwe, Paul, 1996. "The relevance of standard estimates of rates of return to schooling for education policy: A critical assessment," Journal of Development Economics, Elsevier, vol. 51(2), pages 267-290, December.
    14. Raymundo M. Campos-Vazquez, 2018. "Returns to cognitive and non-cognitive skills: evidence for Mexico," Applied Economics Letters, Taylor & Francis Journals, vol. 25(16), pages 1153-1156, September.
    15. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    16. Richard Akresh & Emilie Bagby & Damien de Walque & Harounan Kazianga, 2012. "Child Ability and Household Human Capital Investment Decisions in Burkina Faso," Economic Development and Cultural Change, University of Chicago Press, vol. 61(1), pages 157-186.
    17. M. Christopher Auld & Nirmal Sidhu, 2005. "Schooling, cognitive ability and health," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 1019-1034, October.
    18. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    19. Canning, David & Razzaque, Abdur & Driessen, Julia & Walker, Damian G. & Streatfield, Peter Kim & Yunus, Mohammad, 2011. "The effect of maternal tetanus immunization on children's schooling attainment in Matlab, Bangladesh: Follow-up of a randomized trial," Social Science & Medicine, Elsevier, vol. 72(9), pages 1429-1436, May.
    20. Richard J. Murnane & John B. Willett & Yves Duhaldeborde & John H. Tyler, 2000. "How important are the cognitive skills of teenagers in predicting subsequent earnings?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 19(4), pages 547-568.
    21. Hanushek, Eric A, 1995. "Interpreting Recent Research on Schooling in Developing Countries," The World Bank Research Observer, World Bank, vol. 10(2), pages 227-246, August.
    22. Casey B. Mulligan, 1999. "Galton versus the Human Capital Approach to Inheritance," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 184-224, December.
    23. Eric A. Hanushek, 2005. "The Economics of School Quality," German Economic Review, Verein für Socialpolitik, vol. 6(3), pages 269-286, August.
    24. Vogl, Tom S., 2014. "Height, skills, and labor market outcomes in Mexico," Journal of Development Economics, Elsevier, vol. 107(C), pages 84-96.
    25. Moll, Peter G, 1998. "Primary Schooling, Cognitive Skills and Wages in South Africa," Economica, London School of Economics and Political Science, vol. 65(258), pages 263-284, May.
    26. James Heckman & Edward Vytlacil, 2001. "Identifying The Role Of Cognitive Ability In Explaining The Level Of And Change In The Return To Schooling," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 1-12, February.
    27. Jolliffe, Dean, 1998. "Skills, Schooling, and Household Income in Ghana," The World Bank Economic Review, World Bank, vol. 12(1), pages 81-104, January.
    28. Ernesto F. L. Amaral, 2015. "Profile of Female Sterilization in Brazil, 2001—2006," Working Papers WR-1092-1, RAND Corporation.
    29. Peter Glick & David E. Sahn, 2010. "Early Academic Performance, Grade Repetition, and School Attainment in Senegal: A Panel Data Analysis," The World Bank Economic Review, World Bank, vol. 24(1), pages 93-120, January.
    30. Paul Glewwe, 2002. "Schools and Skills in Developing Countries: Education Policies and Socioeconomic Outcomes," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 436-482, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Balza, Lenin H. & De Los Rios, Camilo & Guerra, Alfredo & Herrera-Prada, Luis Omar & Manzano, Osmel, 2023. "Unraveling the network of extractive industries," Resources Policy, Elsevier, vol. 85(PB).
    2. Elwasila S. E. Mohamed, 2022. "Female Human Capital and Economic Growth in Sudan: Empirical Evidence for Women’s Empowerment," Merits, MDPI, vol. 2(3), pages 1-23, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    2. Hanushek Eric A., 2005. "The Economics of School Quality," German Economic Review, De Gruyter, vol. 6(3), pages 269-286, August.
    3. Eric A. Hanushek & Jens Ruhose & Ludger Woessmann, 2017. "Knowledge Capital and Aggregate Income Differences: Development Accounting for US States," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 184-224, October.
    4. Ludger Wößmann, 2020. "Follow-up Costs of Not Learning: What We Can Learn from Research on Coronavirus-Related School Closures," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 73(06), pages 38-44, June.
    5. Campbell, Susanna G. & Üngör, Murat, 2020. "Revisiting human capital and aggregate income differences," Economic Modelling, Elsevier, vol. 91(C), pages 43-64.
    6. Piopiunik, Marc & Schwerdt, Guido & Woessmann, Ludger, 2013. "Central school exit exams and labor-market outcomes," European Journal of Political Economy, Elsevier, vol. 31(C), pages 93-108.
    7. Eric A. Hanushek & Victor Lavy & Kohtaro Hitomi, 2008. "Do Students Care about School Quality? Determinants of Dropout Behavior in Developing Countries," Journal of Human Capital, University of Chicago Press, vol. 2(1), pages 69-105.
    8. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    9. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    10. Eric A. Hanushek, 2017. "Education and the Growth-Equity Trade-Off," NBER Chapters, in: Education, Skills, and Technical Change: Implications for Future US GDP Growth, pages 293-312, National Bureau of Economic Research, Inc.
    11. Nadir Altinok & Claude Diebolt & Jean-Luc de Meulemeester, 2012. "A new International Database on Education Quality: 1965-2010," Post-Print halshs-00910062, HAL.
    12. Hanushek, Eric A., 2015. "Why Standard Measures of Human Capital are Misleading," KDI Journal of Economic Policy, Korea Development Institute (KDI), vol. 37(2), pages 22-37.
    13. Norbert R. Schady, 2003. "Convexity and Sheepskin Effects in the Human Capital Earnings Function: Recent Evidence for Filipino Men," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(2), pages 171-196, May.
    14. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    15. Hanushek, Eric A. & Luque, Javier A., 2003. "Efficiency and equity in schools around the world," Economics of Education Review, Elsevier, vol. 22(5), pages 481-502, October.
    16. Nikolov, Plamen & Jimi, Nusrat & Chang, Jerray, 2020. "The Importance of Cognitive Domains and the Returns to Schooling in South Africa: Evidence from Two Labor Surveys," Labour Economics, Elsevier, vol. 65(C).
    17. Uwaifo Oyelere, Ruth, 2010. "Africa's education enigma? The Nigerian story," Journal of Development Economics, Elsevier, vol. 91(1), pages 128-139, January.
    18. Hanushek, Eric A., 2013. "Economic growth in developing countries: The role of human capital," Economics of Education Review, Elsevier, vol. 37(C), pages 204-212.
    19. Eric A. Hanushek, 2008. "Incentives for Efficiency and Equity in the School System," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 9(s1), pages 5-27, May.
    20. Hilger, Anne & Nordman, Christophe Jalil & Sarr, Leopold, 2018. "Cognitive and Non-Cognitive Skills, Hiring Channels, and Wages in Bangladesh," IZA Discussion Papers 11578, Institute of Labor Economics (IZA).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:wdevel:v:149:y:2022:i:c:s0305750x21002837. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/worlddev .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.